CMSC 828G
Principles of Data Mining
Spring 2002
Resources

ML and KDD links:

• ACM Special Interest Group on Knowledge Discovery in Data and Data Mining
• Knowledge Discovery Nuggets
• David Aha's Machine Learning Resources
• Pattern recognition resources
• Databases, Data Warehousing and OLAP link
  
• The Data Mine - Data Mining and KDD information
• Data mining Glossary

Software resources:

• Statlib
• Weka 3 -- Machine Learning Software in Java
• MLC++
• David Aha's list of ML software
• The Machine Learning network
• dmoz Open Directory Project
• Tetrad Project
  

MATLAB resources:

Introductory Tutorials

• MATLAB tutorial from University of Utah
• MATLAB tutorial from Carnegie Mellon University
• MATLAB tutorial from Indiana University

Slightly more advanced Tutorials

• MATLAB tutorial from University of New Hampshire
• MATLAB tutorial/reference from University of Florida
• MATLAB tutorial from Michigan Technological University

More complete references/tutorials/FAQs

• MATLAB tutorial from University of Maryland
• The MathWorks home page for MATLAB

Conferences and Journals:

• Data Mining and Knowledge Discovery, an International Journal
• KDD 2002
• ICML 2002
• ILP 2002
  

Books:

• Kurt Thearling's list of books

CMSC 828G HOME

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